netEM_multilayer {netClust}

Returns the EM object for multilayer network

Description

Returns the EM object for multilayer network

Usage

netEM_multilayer(
  y,
  K,
  p,
  eps,
  num_rand_start,
  num_run_smallEM,
  max_itr_smallEM,
  burn,
  MCMC_itr,
  sigma_mult,
  psi_mult,
  n,
  alpha
)

Arguments

y

multiple network

K

number of clusters

p

number of layers

eps

epsilon for convergence

num_rand_start

number of random starts

num_run_smallEM

number of runs for small EM

max_itr_smallEM

maximum number of runs for small EM

burn

number of runs for burn for Metropolis Hastings

MCMC_itr

number of runs for Metropolis Hastings iterations

sigma_mult

scaling multiplier for Sigma matrix

psi_mult

scaling multiplier for Psi matrix

n

number of nodes of the network

alpha

seed provided by the user

Value

EM object